LangChain Beyond the Prototype

LangChain is the most popular framework for building LLM applications, and for good reason — it dramatically accelerates prototyping. But production LangChain systems require careful engineering to avoid performance, reliability, and observability pitfalls.

What we handle for you:

• Production-hardened RAG pipelines with proper retrieval, reranking, and context management
• LangGraph agent workflows with robust error handling, state management, and cycle detection
• Custom LangChain components and tools tailored to your internal data and APIs
• LangSmith integration for full tracing, evaluation, and prompt management
• Performance optimization — async execution, batching, and caching for high-throughput pipelines
• Structured output handling and validation at every chain boundary
• Migration from brittle chain structures to more maintainable, testable architectures

We’ve debugged more LangChain production issues than most teams will ever encounter. Bring us your chain — we’ll make it enterprise-ready.